§ The result
Oracle Recruiting leads Ribbon by 6 points.
Under rubric v1.0, Oracle Recruiting, filed under ATS-integrated, finishes on 49 and Ribbon, filed under Screening, on 43, 6 points apart. Oracle Recruiting leads 6 of the 7 criteria, including Article 11 Technical Documentation, while Ribbon leads 1, including Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Oracle Recruiting 60, Ribbon 42 — and at a 20% weight it carries 54% of the weighted advantage Oracle Recruiting holds across the 6 criteria on that side of the table.
Vendor profile
Oracle Recruiting
Oracle Recruiting (part of Oracle Fusion Cloud HCM, formerly Oracle Recruiting Cloud) is an enterprise applicant tracking system whose embedded AI suggests and ranks candidates, finds similar candidates, and generates 0-5 generative-AI match ratings against job requisitions to assist recruiters.
Vendor profile
Ribbon
Ribbon is an AI recruiter that runs voice and video screening interviews with applicants around the clock, scores each interview against default and custom rubrics, ranks candidates for recruiter review, and syncs the results to 60+ applicant tracking systems.
§ The record
Oracle Recruiting is filed under ATS-integrated AI, Ribbon under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Ribbon is in scope of Mobley v. Workday.
| Record | Oracle Recruiting | Ribbon |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | CA |
| Founded | 1977 | 2020 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 44% of the movement so far
Article 11 Technical Documentation
Oracle Recruiting 60 · Ribbon 42
3.6 weighted points to Oracle Recruiting
15% weight · 63% of the movement so far
Data Governance Disclosure
Oracle Recruiting 60 · Ribbon 50
1.5 weighted points to Oracle Recruiting
18% weight · 81% of the movement so far
Bias Audit Transparency
Oracle Recruiting 30 · Ribbon 38
1.4 weighted points to Ribbon
12% weight · 88% of the movement so far
Human Oversight Design
Oracle Recruiting 60 · Ribbon 55
0.6 weighted points to Oracle Recruiting
12% weight · 92% of the movement so far
Post-Market Monitoring
Oracle Recruiting 40 · Ribbon 37
0.4 weighted points to Oracle Recruiting
8% weight · 96% of the movement so far
Customer Documentation
Oracle Recruiting 62 · Ribbon 58
0.3 weighted points to Oracle Recruiting
15% weight · 100% of the movement so far
FRIA Support
Oracle Recruiting 35 · Ribbon 33
0.3 weighted points to Oracle Recruiting
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +5.2 — the difference between the two totals before either is rounded. Shares are of 8.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +5.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Oracle Recruiting minus Ribbon.
| Category | Weight | Oracle Recruiting | Ribbon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 42 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 30 | 38 | -8 | -1.4 |
| FRIA Support | 15% | 35 | 33 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 60 | 50 | +10 | +1.5 |
| Human Oversight Design | 12% | 60 | 55 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 40 | 37 | +3 | +0.4 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 49 (F) | 43 (F) | +6 | +5.2 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Oracle Recruiting | Ribbon | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 2 | — | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 4 | Sources on the vendor's own domain | 31 | 4 | Sources on the vendor's own domainSources on a separate domain |
Oracle Recruiting has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 4 documented absences; Ribbon has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for Ribbon sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 51 evidence rows on file for these two vendors: 16 for Oracle Recruiting, across 2 distinct source domains, and 35 for Ribbon, across 2 distinct source domains.
- Rubric
- v1.0
- Oracle Recruiting last reviewed
- June 7, 2026 · HireAIScore editorial team
- Ribbon last reviewed
- September 25, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next